CMU Locus Lab

Input Convex Neural Networks

locuslab

A fast and differentiable QP solver for PyTorch.

locuslab

[CVPR 2022] Deep Equilibrium Optical Flow Estimation

locuslab

Provable adversarial robustness at ImageNet scale

locuslab

A method for training neural networks that are provably robust to adversarial attacks.

locuslab

Implementation of ConvMixer for "Patches Are All You Need? 🤷"

locuslab

[NeurIPS'19] Deep Equilibrium Models

locuslab

locuslab

Task-based end-to-end model learning in stochastic optimization

locuslab

[ICLR 2020] A repository for extremely fast adversarial training using FGSM

locuslab